Description

This analysis provides a forecast of ETH prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-03-23 1530.757319 1676.420345 1824.875546 1987.217954 2159.470954 2336.515228 2531.960335
2025-03-30 1295.692993 1510.690290 1739.127538 1998.783213 2284.597980 2588.509213 2934.974879
2025-04-06 1141.509841 1395.935430 1674.834831 2000.897999 2369.269648 2770.257849 3237.423871
2025-04-13 984.667898 1258.583897 1567.543872 1937.950223 2366.048237 2841.518256 3405.686414
2025-04-20 930.265897 1231.459561 1578.868437 2003.491555 2502.745581 3065.588648 3742.437287
2025-04-27 868.736591 1189.304545 1566.989717 2037.012348 2598.434850 3240.002927 4020.856974
2025-05-04 797.875304 1129.750439 1529.087093 2034.886717 2648.303611 3358.397369 4232.507029
2025-05-11 729.559260 1068.135577 1484.053548 2019.898659 2679.245665 3451.851490 4413.026805
2025-05-18 682.152709 1029.641258 1464.560208 2033.437423 2742.408077 3581.999337 4636.079030
2025-05-25 629.132645 980.134931 1427.975822 2022.820360 2773.680597 3672.264902 4810.580647
2025-06-01 595.355263 953.971692 1419.341652 2045.778168 2845.247879 3810.604893 5042.828298
2025-06-08 547.885716 906.050222 1379.667037 2026.614277 2862.162546 3880.847832 5191.735343
2025-06-15 528.675431 897.033528 1391.589278 2075.076202 2966.163180 4060.784080 5478.308384
2025-06-22 497.483910 869.127323 1376.718444 2087.412598 3023.648715 4183.275866 5695.344631
2025-06-29 465.340279 837.746836 1355.337831 2089.587378 3066.919985 4287.380602 5889.559245
2025-07-06 413.689054 774.059588 1286.170311 2024.678421 3020.385030 4276.347691 5938.793607
2025-07-13 407.946375 779.676008 1314.357829 2092.261417 3148.288460 4487.439980 6267.710433
2025-07-20 392.530502 769.264862 1318.897450 2126.818688 3232.303748 4642.763821 6527.167931
2025-07-27 367.417783 741.990267 1297.760628 2124.627483 3266.503355 4733.729255 6705.216084
2025-08-03 340.408022 709.932215 1268.120972 2109.176478 3281.824516 4799.633044 6851.104861
2025-08-10 323.134136 692.782782 1259.730420 2123.133469 3336.590352 4916.747930 7062.858306
2025-08-17 300.633352 665.407482 1234.704757 2112.188504 3356.522222 4987.842024 7215.366633
2025-08-24 288.084769 654.304106 1233.904029 2135.854709 3423.940061 5121.558751 7449.343584